- Alexander Durgin, Brendan Juba:
Hardness of improper one-sided learning of conjunctions for all uniformly falsifiable CSPs. Electron. Colloquium Comput. Complex. TR18 (2018) - 2017
- Mengxue Zhang, Tushar Mathew, Brendan A. Juba:
An Improved Algorithm for Learning to Perform Exception-Tolerant Abduction. AAAI 2017: 1257-1265 - Zongyi Li, Brendan Juba, Evan Miller:
Learning Abduction under Partial Observability. AKBC@NIPS 2017 - Mithun Chakraborty, Kai Yee Phoebe Chua, Sanmay Das, Brendan Juba:
Coordinated Versus Decentralized Exploration In Multi-Agent Multi-Armed Bandits. IJCAI 2017: 164-170 - Roni Stern, Brendan Juba:
Efficient, Safe, and Probably Approximately Complete Learning of Action Models. IJCAI 2017: 4405-4411 - Brendan Juba:
Conditional Sparse Linear Regression. ITCS 2017: 45:1-45:14 - Roni Stern, Brendan Juba:
Efficient, Safe, and Probably Approximately Complete Learning of Action Models. CoRR abs/1705.08961 (2017) - Yiling Chen, Nicole Immorlica, Brendan Lucier, Vasilis Syrgkanis, Juba Ziani:
Optimal Data Acquisition for Statistical Estimation. CoRR abs/1711.01295 (2017) - Brendan Juba, Zongyi Li, Evan Miller:
Learning Abduction under Partial Observability. CoRR abs/1711.04438 (2017) - 2016
- Brendan Juba:
Integrated Common Sense Learning and Planning in POMDPs. J. Mach. Learn. Res. 17: 96:1-96:37 (2016) - Brendan Juba:
Learning Abductive Reasoning Using Random Examples. AAAI 2016: 999-1007 - Mahdi Cheraghchi
, Elena Grigorescu, Brendan Juba, Karl Wimmer, Ning Xie:
AC0 o MOD_2 Lower Bounds for the Boolean Inner Product. ICALP 2016: 35:1-35:14 - Brendan Juba:
Conditional Sparse Linear Regression. CoRR abs/1608.05152 (2016) - 2015
- Mark Braverman, Brendan Juba:
The price of uncertainty in communication. Allerton 2015: 924-927 - Brendan Juba:
Restricted Distribution Automatizability in PAC-Semantics. ITCS 2015: 93-102 - Brendan Juba, Christopher Musco
, Fan Long, Stelios Sidiroglou-Douskos, Martin C. Rinard:
Principled Sampling for Anomaly Detection. NDSS 2015 - Mahdi Cheraghchi, Elena Grigorescu, Brendan Juba, Karl Wimmer, Ning Xie:
AC0 \circ MOD2 lower bounds for the Boolean Inner Product. Electron. Colloquium Comput. Complex. TR15 (2015) - 2013
- Brendan Juba:
Implicit Learning of Common Sense for Reasoning. IJCAI 2013: 939-946 - Brendan Juba, Ryan Williams
:
Massive online teaching to bounded learners. ITCS 2013: 1-10 - Brendan Juba:
Compatibility among diversity Foundations, lessons, and directions of semantic communication. PerCom Workshops 2013: 458-463 - Brendan Juba:
PAC Quasi-automatizability of Resolution over Restricted Distributions. CoRR abs/1304.4633 (2013) - Brendan Juba:
On Non-automatizability in PAC-Semantics. Electron. Colloquium Comput. Complex. TR13 (2013) - 2012
- Oded Goldreich
, Brendan Juba, Madhu Sudan:
A theory of goal-oriented communication. J. ACM 59(2): 8:1-8:65 (2012) - Brendan Juba:
On learning finite-state quantum sources. Quantum Inf. Comput. 12(1-2): 105-118 (2012) - Brendan Juba:
Learning implicitly in reasoning in PAC-Semantics. CoRR abs/1209.0056 (2012) - Brendan Juba, Ryan Williams:
Massive Online Teaching to Bounded Learners. Electron. Colloquium Comput. Complex. TR12 (2012) - 2011
- Brendan Juba:
Universal Semantic Communication. Springer 2011, ISBN 978-3-642-23296-1, pp. I-XIX, 1-397 - Brendan Juba, Santosh S. Vempala:
Semantic Communication for Simple Goals Is Equivalent to On-line Learning. ALT 2011: 277-291 - Brendan Juba, Adam Tauman Kalai
, Sanjeev Khanna, Madhu Sudan:
Compression without a common prior: an information-theoretic justification for ambiguity in language. ICS 2011: 79-86 - Brendan Juba, Madhu Sudan:
Efficient Semantic Communication via Compatible Beliefs. ICS 2011: 22-31